{"id":"W4388981983","doi":"10.55016/ojs/muj.v1i1.76422","title":"Kidfluencers and conundrums","year":2023,"lang":"en","type":"article","venue":"The Motley Undergraduate Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Legislation; Government (linguistics); The Internet; Legislature; Internet privacy; Digital content; Business; Welfare; Public relations; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001863138,0.0000841299,0.00009715225,0.00009430246,0.00200829,0.0003739455,0.0004374913,0.00005457452,0.00004344459],"category_scores_gemma":[0.0005881125,0.00005902117,0.0000489713,0.0004217201,0.0004052122,0.0003762285,0.0001596407,0.0003460782,0.0001897068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008730461,"about_ca_system_score_gemma":0.0001570074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009016669,"about_ca_topic_score_gemma":0.0004678391,"domain_scores_codex":[0.9986307,0.0003353249,0.0001587699,0.0001250407,0.0003991765,0.0003510015],"domain_scores_gemma":[0.9993411,0.0001486177,0.0001005884,0.0001785353,0.00006296922,0.0001681858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001667387,0.0001088987,0.007495714,0.00004822031,0.0002898044,0.0001681738,0.05485297,0.0001641321,0.003472146,0.2749611,0.5306534,0.1276187],"study_design_scores_gemma":[0.0004053562,0.00005413246,0.005581963,0.00002791293,0.00002840478,0.00008195988,0.006248207,0.0003260994,0.00009144596,0.8329819,0.1540099,0.0001626643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.529422,0.0009044757,0.001823969,0.4383056,0.002914344,0.000547456,0.00001783051,0.0005094601,0.02555481],"genre_scores_gemma":[0.9925472,0.00492265,0.00006505932,0.0004211858,0.0005980981,0.000004066334,0.000002239552,0.00001063396,0.001428875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580208,"threshold_uncertainty_score":0.9992909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828664160916751,"score_gpt":0.3128798239366034,"score_spread":0.2745931823274358,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}